Data Augmentation

Being Friends Instead of Adversaries: Deep Networks Learn from Data Simplified by Other Networks AAAI 2022 Beta Shapley: a Unified and Noise-reduced Data Valuation Framework for Machine Learning AISTATS 2022 Beyond Counting Datasets: A Survey of Multilingual Dataset Construction and Necessary Resources EMNLP 2022 BigDatasetGAN: Synthesizing ImageNet With Pixel-Wise Annotations CVPR 2022 BioInfo@UAVR@SMM4H’22: Classification and Extraction of Adverse Event mentions in Tweets using Transformer Models COLING 2022 BitextEdit: Automatic Bitext Editing for Improved Low-Resource Machine Translation NAACL 2022 BIT-Xiaomi’s System for AutoSimTrans 2022 NAACL 2022 Boosting Robustness of Image Matting With Context Assembling and Strong Data Augmentation CVPR 2022 BPE beyond Word Boundary: How NOT to use Multi Word Expressions in Neural Machine Translation ACL 2022 BpHigh@TamilNLP-ACL2022: Effects of Data Augmentation on Indic-Transformer based classifier for Abusive Comments Detection in Tamil ACL 2022 C5L7: A Zero-Shot Algorithm for Intent and Slot Detection in Multilingual Task Oriented Languages EMNLP 2022 CAD-RADS Scoring using Deep Learning and Task-Specific Centerline Labeling MIDL 2022 Can a Transformer Pass the Wug Test? Tuning Copying Bias in Neural Morphological Inflection Models ACL 2022 Can Pretrained Language Models Generate Persuasive, Faithful, and Informative Ad Text for Product Descriptions? ACL 2022 Can Synthetic Translations Improve Bitext Quality? ACL 2022 Capturing Topic Framing via Masked Language Modeling EMNLP 2022 Challenges and Applications of Automated Extraction of Socio-political Events from Text (CASE 2022): Workshop and Shared Task Report EMNLP 2022 ChimeraMix: Image Classification on Small Datasets via Masked Feature Mixing IJCAI 2022 CIAug: Equipping Interpolative Augmentation with Curriculum Learning NAACL 2022 CILS at TSAR-2022 Shared Task: Investigating the Applicability of Lexical Substitution Methods for Lexical Simplification EMNLP 2022 CipherDAug: Ciphertext based Data Augmentation for Neural Machine Translation ACL 2022 CLASP: Few-Shot Cross-Lingual Data Augmentation for Semantic Parsing AACL 2022 Clozer”:” Adaptable Data Augmentation for Cloze-style Reading Comprehension ACL 2022 C-Mixup: Improving Generalization in Regression NeurIPS 2022 CNLP-NITS-PP at WANLP 2022 Shared Task: Propaganda Detection in Arabic using Data Augmentation and AraBERT Pre-trained Model EMNLP 2022